Jupyter Scala
A Scala kernel for Jupyter (by almond-sh)
Deeplearning4j
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation. (by deeplearning4j)
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| Jupyter Scala | Deeplearning4j | |
|---|---|---|
| 6 | 13 | |
| 1,562 | 13,424 | |
| 0.2% | 0.5% | |
| 9.0 | 6.5 | |
| 8 days ago | 7 days ago | |
| Scala | Java | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Jupyter Scala
Posts with mentions or reviews of Jupyter Scala.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-05.
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💐 Making VSCode itself a Java REPL 🔁
Checkout almond
- A Python-compatible statically typed language erg-lang/erg
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EDA libraries for Scala and Spark?
What about https://github.com/alexarchambault/plotly-scala and https://almond.sh/
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Is there any editor or IDE that supports Ammonite with inline dependencies?
I use Almond in JupyterLab, which has pretty solid code completion. In IntelliJ, you can create a scratch sc file and run lines of it in the Scala REPL. That's really convenient for code completion and I normally will use that when I'm testing something from a specific project.
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Recommended option for "Java with different syntax"?
The UI part. There's only the scala REPL. I think the closest is a scala kernel for Jupyter notebooks, check this out: https://almond.sh/
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An SQL Solution for Jupyter
We have used https://almond.sh/ to create a Spark SQL interpreter using Jupyter Notebooks - plus a whole lot more which you can see here: https://arc.tripl.ai/tutorial
After seeing many companies writing ETL using code we decided it was too hard to manage at scale so provided this abstraction layer - which is heavily centered around expressing business logic in SQL - to standardise development (JupyterLab) and allow rapid deployments.
Deeplearning4j
Posts with mentions or reviews of Deeplearning4j.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-29.
- Deeplearning4j Suite Overview
- Java for ML?
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Best way to combine Python and Java?
Have you considered migrating off of Python to just using JVM ML libraries then? I hear good things about Deeplearning4j, but there's quite a few.
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Anybody here using Java for machine learning?
I've gone to the linux workflow as directed in the docs and reconstructed the maven command line:
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Data Science Competition
DL4J
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Java Matrix Benchmark is Updated! See how linear algebra libraries compare for speed
Hey folks, just letting you know we see this thread and I appreciate you guys running these benchmarks. I'm not seeing any of your posts on our forums. I think I saw a notification from our examples but we do not actually monitor that. Please use: https://community.konduit.ai/ or at least the main repo dl4j issues: https://github.com/eclipse/deeplearning4j/issues and you'll get a lot more visibility. Thanks!
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Does Java has similar project like this one in C#? (ml, data)
Also, the website is now redirected to: https://deeplearning4j.konduit.ai/
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If it gets better w age, will java become compatible for machine learning and data science?
On top of this several popular projects have been built. This includes tensorflow-java and our project eclipse deeplearning4j: https://github.com/eclipse/deeplearning4j
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Matrices multiplication benchmark: Apache math vs colt vs ejml vs la4j vs nd4j
Nd4j is actively developed. The latest commit was 6 hours ago. Nd4j is part of deeplearning4j which is now owned by eclipse (but the main contributors are from a company) https://github.com/eclipse/deeplearning4j/tree/master/nd4j
What are some alternatives?
When comparing Jupyter Scala and Deeplearning4j you can also consider the following projects:
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
Metals - Scala language server with rich IDE features 🚀
Weka
Vegas - The missing MatPlotLib for Scala + Spark
tensorflow - An Open Source Machine Learning Framework for Everyone
Apache Flink - Apache Flink
Smile - Statistical Machine Intelligence & Learning Engine
Scio - A Scala API for Apache Beam and Google Cloud Dataflow.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Hail - Cloud-native genomic dataframes and batch computing
Apache Mahout - Mirror of Apache Mahout
Jupyter Scala vs sparkmagic
Deeplearning4j vs Deep Java Library (DJL)
Jupyter Scala vs Metals
Deeplearning4j vs Weka
Jupyter Scala vs Vegas
Deeplearning4j vs tensorflow
Jupyter Scala vs Apache Flink
Deeplearning4j vs Smile
Jupyter Scala vs Scio
Deeplearning4j vs Pytorch
Jupyter Scala vs Hail
Deeplearning4j vs Apache Mahout